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Match Prediction using Random Forest Classification in Defense of the Ancients 2(DOTA 2)

In the game of DOTA2, the players of one team coordinate among themselves to fight against other teams. The factors which affect the game are hero picking, lane selection and item build along with farming in the neutral camps. The major attributes of any hero are strength, agility and intelligence. Here, our main goal is to predict a probable winner based on the game metrics and subsequently build a prediction model.

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